🧬 LongevityAI
k-NN
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Load preset:
Male 43y Athlete
Female 38y Sedentary
Senior 67y with Risks
Female 29y Wellness
Reset
⚙️ Developer Mode
Model
llama-3.3-70b-versatile
llama-3.1-8b-instant
mixtral-8x7b-32768
Temperature:
0.3
k (neighbors):
5
System Prompt (read-only)
You are an expert longevity medicine advisor. A patient has submitted their biomarker data. Your task is to produce a comprehensive, actionable longevity report. Base your recommendations ONLY on the retrieved similar cases provided below. Be specific, cite the biomarker values from those cases, and tailor your advice to the patient's age, sex, and goals. Include all of the following sections in your response: 1. **Biological Age Estimate** (years old, vs chronological age) 2. **Top Strengths** (which biomarkers are optimal for their age) 3. **Top Risks** (which biomarkers are concerning) 4. **90-Day Action Plan** (specific, numbered, actionable steps) 5. **Priority Supplements** (which ones, why, dosages if specific) 6. **Lifestyle Optimizations** (sleep, exercise, stress, nutrition) 7. **Biomarker Targets** (numerical goals for next 90 days) 8. **Red Flags** (anything requiring immediate medical attention) Use a professional, warm tone. Be precise with numbers.
Model: 1000 samples, 27 features, k=5
Demographics
Age
(years)
Sex
Male
Female
Cardiovascular & Sleep
HRV
(ms, 7-day avg)
Resting HR
(bpm)
Sleep
(hours/night)
Sleep Quality
(1–10)
Activity & Body
Daily Steps
(7-day avg)
VO2max
(ml/kg/min)
Weight
(kg)
Active Calories
(daily)
Blood Panel
Glucose
(mg/dL, fasting)
HbA1c
(%)
Cholesterol
(mg/dL)
LDL
(mg/dL)
HDL
(mg/dL)
Triglycerides
(mg/dL)
Vitamin D
(ng/mL)
Ferritin
(ng/mL)
Creatinine
(mg/dL)
ALT
(U/L)
AST
(U/L)
TSH
(mIU/L)
Lifestyle
Exercise
(days/week)
Alcohol
--
Never
Occasional
Regular
Heavy
Smoking
--
Never
Former
Current
Stress
(1–10)
Water
(L/day)
Medical History
Supplements
Medical Conditions
Medications
Family Medical History
🚀 Generate Longevity Report
⚠️ In dev mode, configure model and parameters below.